Multitask learning for biomedical named entity recognition with cross-sharing structure

Abstract Background Biomedical named entity recognition (BioNER) is a fundamental and essential task for biomedical literature mining, which affects the performance of downstream tasks. Most BioNER models rely on domain-specific features or hand-crafted rules, but extracting features from massive da...

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Bibliographic Details
Main Authors: Xi Wang, Jiagao Lyu, Li Dong, Ke Xu
Format: Article
Language:English
Published: BMC 2019-08-01
Series:BMC Bioinformatics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12859-019-3000-5